Welcome to CodeToClarity, a publication dedicated to demystifying modern software engineering, .NET architecture, AI systems, and the principles that help developers write resilient software.
Master PostgreSQL MVCC internals and autovacuum tuning. Stop table bloat, eliminate dead tuples, preserve HOT updates, and restore fast query latency.
Master semantic caching for LLMs with Redis vector similarity and ASP.NET Core. Stop redundant API latency, tune cosine distance thresholds, and cut token costs.
Master hybrid search in PostgreSQL with pgvector and BM25. Stop vector blind spots on exact codes, implement Reciprocal Rank Fusion (RRF), and build .NET APIs.
Master OWASP API Security in ASP.NET Core 9. Prevent BOLA (IDOR) with resource-based authorization, stop BOPLA mass assignment, and neutralize webhook SSRF attacks.
Eliminate Kubernetes OOMKilled (Exit Code 137) and CPU throttling. Learn Linux CFS quota mechanics, requests vs limits, .NET GC heap tuning, and HPA behavior.
Master the Saga pattern in microservices. Compare choreography vs. orchestration, implement MassTransit state machines, PostgreSQL outbox, and compensations.
Master PostgreSQL declarative table partitioning with EF Core 9. Learn range and list partitioning, partition pruning, composite keys, and pg_partman archival.
Full-Stack .NET Developer & Technical Writer
I build scalable backend systems, explore AI workflows, and write guides that break down complex engineering concepts into clear, actionable understanding. CodeToClarity is my platform for turning production insights into accessible knowledge for developers.
